シラバス情報
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教員名 ： 小松 悟朗
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授業科目名
Statistics
学年
1年
単位数
2単位
実務経験の有無
開講クォーター
セメスタ指定なし
担当教員
小松 悟朗
授業形態
授業で主に使用する言語
English
授業方法区分
開講キャンパス
紀尾井町キャンパス
授業の到達目標及びテーマ
This course provides an introduction to statistics.
The topics to be covered in classes include: (1) mastering how to collect and organize data for decision making (2) understanding basic concepts in probability and statistics (3) estimating statistical models and testing hypothesis using data, and (4) understanding linear regression analysis Keywords: Descriptive Statistics, Probability, Probability Distributions, Sampling, Sampling Distributions, Estimation, Hypothesis Testing, Linear Regression 授業の概要
Week 1-Descriptive Statistics
01 Describing Data: Graphical (Ch.1) 02 Describing Data: Numerical (Ch.2) Week 2-Probability and Probability Distributions 03 Probability (Ch.3) 04 Discrete Random Variables and Probability Distributions (Ch.4) Week 3-Sampling and Sampling Distributions 05 Continuous Random Variables and Probability Distributions (Ch.5) 06 Sampling and Sampling Distributions (Ch.6) Week 4-Estimation 07 Estimation: Single Population (Ch.7) 08 Estimation: Additional Topics (Ch.8) Week 5-Hypothesis Testing 09 Hypothesis Testing: Single Population (Ch.9) 10 Hypothesis Testing: Additional Topics (Ch.10) Week 6-Regression 11 Simple Regression (Ch.11) 12 Multiple Regression (Ch.12) Week 7-Wrap-up and Final 13 Wrap-up 14 Final Exam 授業計画
1回
01 Describing Data: Graphical (Ch.1)
事前学習
Read an assignment
事後学習
Solve and submit homework quizzes
2回
02 Describing Data: Numerical (Ch.2)
事前学習
Read an assignment
事後学習
Solve and submit homework quizzes
3回
03 Probability (Ch.3)
事前学習
Read an assignment
事後学習
Solve and submit homework quizzes
4回
04 Discrete Random Variables and Probability Distributions (Ch.4)
事前学習
Read an assignment
事後学習
Solve and submit homework quizzes
5回
05 Continuous Random Variables and Probability Distributions (Ch.5)
事前学習
Read an assignment
事後学習
Solve and submit homework quizzes
6回
06 Sampling and Sampling Distributions (Ch.6)
事前学習
Read an assignment
事後学習
Solve and submit homework quizzes
7回目
07 Estimation: Single Population (Ch.7)
事前学習
Read an assignment
事後学習
Solve and submit homework quizzes
8回
08 Estimation: Additional Topics (Ch.8)
事前学習
Read an assignment
事後学習
Solve and submit homework quizzes
9回
09 Hypothesis Testing: Single Population (Ch.9)
事前学習
Read an assignment
事後学習
Solve and submit homework quizzes
10回
10 Hypothesis Testing: Additional Topics (Ch.10)
事前学習
Read an assignment
事後学習
Solve and submit homework quizzes
11回
11 Simple Regression (Ch.11)
事前学習
Read an assignment
事後学習
Solve and submit homework quizzes
12回
12 Multiple Regression (Ch.12)
事前学習
Read an assignment
事後学習
Solve and submit homework quizzes
13回
13 Wrap-up
事前学習
Read an assignment
事後学習
Solve and submit homework quizzes
14回
14 Final Exam
事前学習
Prepare for Final Exam
事後学習
Review Final Exam
15回
事前学習
事後学習
16回
事前学習
事後学習
17回
事前学習
事後学習
18回
事前学習
事後学習
19回
事前学習
事後学習
20回
事前学習
事後学習
21回
事前学習
事後学習
22回
事前学習
事後学習
23回目
事前学習
事後学習
24回
事前学習
事後学習
25回
事前学習
事後学習
26回
事前学習
事後学習
試験及び成績評価
Homework Quizzes: 50%
Final Exam: 50% 課題(試験やレポート等)に対するフィードバック
To be provided when necessary/requested
講義で使用するテキスト（書名・著者・出版社・ISBN・備考）
Statistics for Business and Economics, Global Edition (10th ed.)
Paul Newbold, William L. Carlson, Betty Thorne
Pearson
9781292438306
2022
参考文献・推薦図書
Essentials of Statistics for Business and Economics (9th ed.)
Anderson et al. South-Western Pub. ISBN: 978-1337901062 2019 Basic Statistics in Business and Economics (10th ed.) Lind et al. McGraw-Hill Education ISBN: 978-1260597578 2021 研究室
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